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Python Deep Learning: Exploring deep learning techniques and neural network architectures with PyTorch, Keras, and TensorFlow, 2nd Edition
Python Deep Learning: Exploring deep learning techniques and neural network architectures with PyTorch, Keras, and TensorFlow, 2nd Edition

Learn advanced state-of-the-art deep learning techniques and their applications using popular Python libraries

Key Features

  • Build a strong foundation in neural networks and deep learning with Python libraries
  • Explore advanced deep learning techniques and their applications...
Beginning Modern Unix: Learn to Live Comfortably in a Modern Unix Environment
Beginning Modern Unix: Learn to Live Comfortably in a Modern Unix Environment

Discover how to leverage modern Unix even if you’ve never worked with Unix before. This book presents everything in conceptual terms that you can understand, rather than tips to be committed raw to memory.

You will learn everyday tasks ranging from basic system administration?partitioning and mounting filesystems,...

Artificial Intelligence By Example: Develop machine intelligence from scratch using real artificial intelligence use cases
Artificial Intelligence By Example: Develop machine intelligence from scratch using real artificial intelligence use cases

Be an adaptive thinker that leads the way to Artificial Intelligence

Key Features

  • AI-based examples to guide you in designing and implementing machine intelligence
  • Develop your own method for future AI solutions
  • Acquire advanced AI, machine learning, and...
Modern Data Access with Entity Framework Core: Database Programming Techniques for .NET, .NET Core, UWP, and Xamarin with C#
Modern Data Access with Entity Framework Core: Database Programming Techniques for .NET, .NET Core, UWP, and Xamarin with C#
C# developers, here’s your opportunity to learn the ins-and-outs of Entity Framework Core, Microsoft’s recently redesigned object-relational mapper. Benefit from hands-on learning that will teach you how to tackle frustrating database challenges, such as workarounds to missing features in Entity Framework Core, and...
Learn Computer Science with Swift: Computation Concepts, Programming Paradigms, Data Management, and Modern Component Architectures with Swift and Playgrounds
Learn Computer Science with Swift: Computation Concepts, Programming Paradigms, Data Management, and Modern Component Architectures with Swift and Playgrounds

Master the basics of solving logic puzzles, and creating algorithms using Swift on Apple platforms. This book is based on the curriculum currently being used in common computer classes. You’ll learn to automate algorithmic processes that scale using Swift in the context of iOS, macOS, tvOS, and watchOS.

Begin by...

Python: Beginner's Guide to Artificial Intelligence: Build applications to intelligently interact with the world around you using Python
Python: Beginner's Guide to Artificial Intelligence: Build applications to intelligently interact with the world around you using Python

Develop real-world applications powered by the latest advances in intelligent systems

Key Features

  • Gain real-world contextualization using deep learning problems concerning research and application
  • Get to know the best practices to improve and optimize your machine...
Hands-On System Programming with Linux: Explore Linux system programming interfaces, theory, and practice
Hands-On System Programming with Linux: Explore Linux system programming interfaces, theory, and practice

Get up and running with system programming concepts in Linux

Key Features

  • Acquire insight on Linux system architecture and its programming interfaces
  • Get to grips with core concepts such as process management, signalling and pthreads
  • Packed with industry...
The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics)
The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics)

This book describes the important ideas in a variety of fields such as medicine, biology, finance, and marketing in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of colour graphics. It is a valuable resource...

Introductory Chemistry: An Atoms First Approach
Introductory Chemistry: An Atoms First Approach

From its very origin, Introductory Chemistry: An Atoms First Approach by Julia Burdge and Michelle Driessen has been developed and written using an atoms‐first approach specific to introductory chemistry. It is not a pared down version of a general chemistry text, but carefully crafted with the introductory‐chemistry student...

MobX Quick Start Guide: Supercharge the client state in your React apps with MobX
MobX Quick Start Guide: Supercharge the client state in your React apps with MobX

Apply functional Reactive programming for simple and scalable state management with MobX

Key Features

  • The easiest way to learn MobX to enhance your client-side state-management
  • Understand how the concepts and components fit together
  • Work through different...
Problems and Proofs in Numbers and Algebra
Problems and Proofs in Numbers and Algebra

Focusing on an approach of solving rigorous problems and learning how to prove, this volume is concentrated on two specific content themes, elementary number theory and algebraic polynomials. The benefit to readers who are moving from calculus to more abstract mathematics is to acquire the ability to understand proofs through...

MCSA 70-410 Cert Guide R2: Installing and Configuring Windows Server 2012 (Cert Guides)
MCSA 70-410 Cert Guide R2: Installing and Configuring Windows Server 2012 (Cert Guides)

The study guide helps you master all the topics on the MCSA 70-410 exam, including the following:

  • Installing and configuring Windows Server 2012
  • Configuring storage, shares, and permissions
  • ...
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